Describes the layout of the params vector passed to DlmLossFn.
params
params = [s?, w₀, …, w_{m-1}, φ₁, …, φ_p] (natural scale)
params = [s?, w₀, …, w_{m-1}, φ₁, …, φ_p]
s
nObs === 1
wᵢ
nProcess
φⱼ
nAr
Number of AR coefficients exposed in params (0 unless AR fitting is enabled).
1 if observation std (s) is exposed in params, 0 if fixed.
Number of process std dev entries in params (= full state dimension m).
Describes the layout of the
paramsvector passed to DlmLossFn.params = [s?, w₀, …, w_{m-1}, φ₁, …, φ_p](natural scale)sis present only whennObs === 1.wᵢare the full expanded physical state-noise vector (nProcesselements), even when MLE ties or fixes some slots internally.φⱼ(nArelements) are present only when AR fitting is enabled.